Semantic Segmentation on PartNet

Metric: mIOU (higher is better)

LeaderboardDataset

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#	Model↕	mIOU▼	Extra Data	Paper	Date↕	Code
1	CSN	62.1	No	Cross-Shape Attention for Part Segmentation of 3...	2020-03-20	Code
2	MID-Net	60.8	No	Unsupervised 3D Learning for Shape Analysis via ...	2020-08-03	Code
3	FG-Net	58.2	No	FG-Net: Fast Large-Scale LiDAR Point Clouds Unde...	2020-12-17	Code
4	closerlook3D	53.8	No	A Closer Look at Local Aggregation Operators in ...	2020-07-02	Code
5	DeepGCN	45.1	No	DeepGCNs: Making GCNs Go as Deep as CNNs	2019-10-15	Code
6	PartNet	43.2	No	PartNet: A Large-scale Benchmark for Fine-graine...	2018-12-06	Code

#1CSNSOTA
62.1
mIOU· 2020-03-20
Cross-Shape Attention for Part Segmentation of 3D Point Clouds Code
#2MID-Net
60.8
mIOU· 2020-08-03
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Code
#3FG-Net
58.2
mIOU· 2020-12-17
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling Code
#4closerlook3D
53.8
mIOU· 2020-07-02
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Code
#5DeepGCNSOTA
45.1
mIOU· 2019-10-15
DeepGCNs: Making GCNs Go as Deep as CNNs Code
#6PartNetSOTA
43.2
mIOU· 2018-12-06
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Code